Associate Professor, HAP
Contact Information
Building: Peterson Hall
Room 4416
Personal Websites
Biography
Dr. Hua Min is an associate professor in the Department of Health Administration and Policy. Min’s research interests are ontology-based data integration, ontology-based machine learning methods, data extraction and analysis from various EHR systems. Min is a leading expert on medical ontology and its applications in health and clinical informatics. Before coming to Mason, Min was an assistant member at Fox Chase Cancer Center.
Research
Research Interests
- Health Informatics
- Health Information Systems
- Medical standards and ontologies
- Ontology based data integration
- Ontology guided machine learning
- Databases and data warehousing
Select Publications
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Min, H., Mobahi, H.*, Irvin, K.*, Avramovic, S., & Wojtusiak J. (2017, September 16). Predicting activities of daily living for cancer patients using an ontology-guided machine learning methodology. Journal of Biomedical Semantics, 8(1), 39. PMID: 28915930
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Zheng, L.*, Min, H., Chen, Y., Xu, J., Geller, J., & Perl Y. (2017). Auditing NCIt Neoplasm concepts in groups of high error concentration. Applied Ontology, 12(2), 113-130. https://doi.org/10.3233/AO-170179
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Min, H., Zheng, L.*, Perl, Y., Halper, M., & de Coronado S., Ochs C.*. (2017, May). Quality assurance analysis of complex concepts in the NCIt. Methods of Information in Medicine, 56(3), 200-208. https://doi.org/10.3414/ME16-01-0085. PMID: 28244549
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Min, H., Avramovic, S*., Wojtusiak, J., Khosla, R., Fletcher,R. D., Alemi, F., & Kheirbek, R. E. (2017, January). A comprehensive multi-morbidity index for predicting mortality in ICU patients. Journal of Palliative Medicine, 20(1), 35-41. PMID: 27925837
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Ochs, C.*, Geller, J., Perl, Y., Chen, Y., Xu, J., Min, H., Case, J.T., & Wei, Z. (2015, May). Scalable quality assurance for Large SNOMED CT hierarchies using subject-based subtaxonomies. Journal of the American Medical Informatics Association (JAMIA), 22(3), 507-18. PMID: 25336594
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Min, H., Ohira, R., Collins, M. A., Bondy, J., Avis, N., Tchuvatkina, … Ross E. A. (2014, August). Sharing behavioral data through a grid infrastructure using data standards. Journal of the American Medical Informatics Association (JAMIA), 21(4), 642-9. PMID: 24076749
Affiliations
- Member
Association of University Programs in Health Administration (AUPHA)
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Member
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Editorial Review Board
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Editorial Board
Degrees
- NLM Fellow, Boston Medical Center, Boston, MA,
- PhD, Computer Science, New Jersey Institute of Technology, Newark, NJ
- MS, Computer Science, New Jersey Institute of Technology, Newark, NJ
- MB, Medicine, Southeast University Medical School, Nanjing, P.R. China